{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c1ea9231-7b0b-4e36-aed7-77c1b7a894c7",
   "metadata": {},
   "source": [
    "# What's new in version 2.4.1.1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f206e81-771b-4684-a769-f5738d08936d",
   "metadata": {},
   "source": [
    "#### [`arcgis.gis`](/python/latest/api-reference/arcgis.gis.toc.html)\n",
    "* [`ContentManager`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager)\n",
    "  * [`clone_items()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.clone_items)\n",
    "    * Fixes incorrect output when cloning *text* based items\n",
    "    * Fixes errors when cloning content with *WKT* spatial references\n",
    "    * Fixes `_ItemCreateException` when cloning feature layers with editor tracking enabled\n",
    "    * **BUG-000174140** Fixes failures when cloning *Form* items created in Survey123 Connect with editor tracking enabled\n",
    "    * **BUG-000175735** Fixes issues where *folder* and *search_existing_items* arguments were not read correctly with *StoryMap* themes\n",
    "    * **BUG-000174859** Fixes issue when cloning previously cloned ArcGIS Enterprise items to another ArcGIS Enterprise deployment\n",
    "    * Fixes issue when cloning *Form* items to ArcGIS on Kubernetes deployments\n",
    "#### [`arcgis.gis.admin`](python/latest/api-reference/arcgis.gis.admin.html)\n",
    "* [`Kubernetes`](/python/latest/api-reference/arcgis.gis.admin.html#kubernetes)\n",
    "  * [`KubeServiceDirectory`](python/latest/api-reference/arcgis.gis.admin.html#kubeservicedirectory)\n",
    "    * Fixes `AttributeError` with *folders* property preventing correct return values \n",
    "#### [`arcgis.features`](/python/latest/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayer`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer)\n",
    "  * [`query()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.query)\n",
    "    * Fixes infinite looping and incorrect results when using *result_record_count* argument\n",
    "#### [`arcgis.apps`](/python/latest/api-reference/arcgis.apps.html)\n",
    "* [`arcgis.apps.itemgraph`](/python/latest/api-reference/arcgis.apps.itemgraph.html)\n",
    "  * [`create_dependency_graph()`](/python/latest/api-reference/arcgis.apps.itemgraph.html#create-dependency-graph)\n",
    "    * Updates error handling for corrupted content and accommodates larger number of items\n",
    "    * Updates internal processing to accommodate items which were incorrectly not written to output\n",
    "    * Fixes incorrect inclusion of items outside an organization for various graphs\n",
    "  * [`import_list()`](/python/latest/api-reference/arcgis.apps.itemgraph.html#import-list)\n",
    "    * Fixes error when importing *views* based on previously published feature layers \n",
    "* [`arcgis.apps.survey123`](/python/latest/api-reference/arcgis.apps.survey123.html)\n",
    "  * [`Survey`](/python/latest/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey)\n",
    "    * [`publish()`](/python/latest/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey.publish)\n",
    "      * Fixes `InvalidDefinition` error caused by incorrect definitions for *EditorTrackinInfo* \n",
    "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
    "* Removed the *SatlasPretrain* models from list of supported backbones for classification and detection models\n",
    "* [Data Preparation Methods](/python/latest/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
    "   * [`prepare_data()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.prepare_data)\n",
    "     * Remove warnings regarding status for various *torchvision* namespaces\n",
    "* [Inferencing Methods](/python/latest/api-reference/arcgis.learn.toc.html#inferencing-methods)\n",
    "   * [`classify_objects`](/python/latest/api-reference/arcgis.learn.toc.html#classify-objects)\n",
    "     * Fixes error where *threshold* is ignored when using *input_features* argument\n",
    "   * [`classify_pixels`](/python/latest/api-reference/arcgis.learn.toc.html#classify-pixels)\n",
    "     * Fixes tool failure because of inability to load *HEDEdgeDetector* model\n",
    "* [Model Management](/python/latest/api-reference/arcgis.learn.toc.html#model-management)\n",
    "   * [`train_model()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.train_model)\n",
    "     * Fixes errors and failures to generate output finding learning rate and showing results in Linux environments"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "38657f92",
   "metadata": {},
   "source": [
    "# What's new in version 2.4.1\n",
    "\n",
    "## New\n",
    "* Enhances documentation for _arcgis.map_ module classes with _type hinting_ \n",
    "* New modules:\n",
    "  * See [What's New in 2.4.1](../guide/overview241) for additional details\n",
    "  * [`arcgis.apps`](/python/api-reference/arcgis.apps.html)\n",
    "    * [arcgis.apps.itemgraph](/python/latest//api-reference/arcgis.apps.itemgraph.html)\n",
    "      * New module designed to allow for cloning between organizations when in disconnected environments. The module provides functions and classes to allow building dependency graphs for items and downloading them. The download contains all necessary information to upload the items into another deployment. \n",
    "      * Functions\n",
    "        * [create_dependency_graph()](/python/api-reference/arcgis.apps.itemgraph.html#arcgis.apps.itemgraph.create_dependency_graph)\n",
    "        * [load_from_file()](/python/api-reference/arcgis.apps.itemgraph.html#arcgis.apps.itemgraph.load_from_file) \n",
    "      * Classes\n",
    "        * [ItemGraph](/python/api-reference/arcgis.apps.itemgraph.html#arcgis.apps.itemgraph.ItemGraph)\n",
    "        * [ItemNode](/python/api-reference/arcgis.apps.itemgraph.html#arcgis.apps.itemgraph.ItemNode) \n",
    "       \n",
    "* New classes:\n",
    "  * [OfflineContentManager](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.OfflineContentManager)\n",
    "  * [`arcgis.graph`](/python/api-reference/arcgis.graph.html) module\n",
    "    * See the API Reference for new data classes categorized by type that ensure valid inputs for the numerous specific types of objects that can be used as arguments for members within the module.\n",
    "  \n",
    "### [Guides](../)\n",
    "* [What's New in 2.4.1](../guide/overview241)\n",
    "* [Deprecation Notices 2.4.1](../guide/deprecation-notices)\n",
    "* [Deep Learning](../guide)\n",
    "  * [2D Computer Vision](../guide)\n",
    "    * [Object Detection](../guide)\n",
    "      * [RT-DETRv2 Object Detector](../guide/rt-detrv2-object-detector)   \n",
    "     \n",
    "### [Samples](/python/latest/samples/)\n",
    "* [Deep Learning](/python/latest/samples)\n",
    "  * [NLP](/python/latest/samples)\n",
    "    * [Information extraction from Cheshire fire incident reports using Mistral language model](/python/latest/samples/information-extraction-from-cheshire-fire-incident-reports-using-mistral-language-model/)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c34e7960",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true
   },
   "source": [
    "### Module Changes\n",
    "\n",
    "#### [`arcgis.gis`](/python/latest/api-reference/arcgis.gis.toc.html)\n",
    "* [`GIS`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.GIS)\n",
    "  * Adds support for login profiles to cache OAuth refresh tokens, supporting persistent authentication of 3rd party identity providers \n",
    "* [`Item`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item)\n",
    "  * **New properties:**\n",
    "    * [`attachments_size`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.attachments_size)\n",
    "  * **New methods:**\n",
    "    * [`generate_api_token()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.generate_api_token)  \n",
    "  * [`move()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.move)\n",
    "    * Adds support for [Folder](/python/api-reference/arcgis.gis.toc.html#folder) objects\n",
    "  * [`content_status`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.content_status)\n",
    "    * BUG-000170973 - Updates documentation for available options and adds link to requirements\n",
    "  * [`download()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.download)\n",
    "    * Adds validation and internal processing to improve performance\n",
    "  * [`register()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.register)\n",
    "    * **New parameter:**\n",
    "      * _personal_token_        \n",
    "* [`ContentManager`](/python/latest/api-reference/arcgis.gis.toc.html#contentmanager)\n",
    "  * [`import_table()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.import_table)\n",
    "    * Adds support for _folder_ parameter\n",
    "  * [`analyze()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.analyze)\n",
    "    * Adds documentation note to _file_type_ parameter that _geojson_ support is available for ArcGIS Online\n",
    "  * [`add()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.add)\n",
    "    * Adds note about support for _overwrite_   \n",
    "* [`Folders`]()\n",
    "  * [`create()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.Folders.create)\n",
    "    * **New parameter:**\n",
    "      * _exist_ok_   \n",
    "* [`Folder`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.Folder)\n",
    "  * [`add()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.Folder.add)\n",
    "    * **New parameter**\n",
    "      * _upload_file_size_ - to support user import for larger part size for large files\n",
    "      * _stream_ - to support rare casses when ArcGIS Enterprise does not allow streaming uploads\n",
    "  * [`delete()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.Folder.delete)\n",
    "    * Adds documenation for return value \n",
    "* [`UserManager`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager)\n",
    "  * [`advanced_search()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.advanced_search)\n",
    "    * Updates link endpoint for a reference to further information  \n",
    "* [`User`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.User)\n",
    "  * [`delete()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.User.delete)\n",
    "    * Updates warning message when attempting to delete a _User_ who still owns items\n",
    "  * [`folders`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.User.folders)\n",
    "    * Updates reference documentation with code snippet\n",
    "  * [`items()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.User.items)\n",
    "    * Updates reference documentation with explanation and code snippet   \n",
    "* [`GroupMigrationManager`](/python/latest/api-reference/arcgis.gis.toc.html#groupmigrationmanager)\n",
    "  * [`create()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GroupMigrationManager.create)\n",
    "    * **New parameter:**\n",
    "      * _export_folder_       \n",
    "  * [`load()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.GroupMigrationManager.load)\n",
    "    * **New parameter:**\n",
    "      * _folder_name_  \n",
    "* [`OrgRecycleBin`](/python/latest/api-reference/arcgis.gis.toc.html#orgrecyclebin)\n",
    "  * Adds reference documentation and code snippets for _content()_ method\n",
    "* [`ViewManager`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ViewManager)\n",
    "  * Adds code snippet for initialization and updates reference documentation for methods\n",
    "\n",
    "#### [`arcgis.gis Enumerations`](/python/api-reference/arcgis.gis.toc.html#enumerations)\n",
    "* [`SpatialRelationship`](/python/api-reference/arcgis.gis.toc.html#spatialrelationship)\n",
    "  * Adds ability to import directly\n",
    "    \n",
    "#### [`arcgis.gis Dataclasses`](/python/latest/api-reference/arcgis.gis.toc.html#dataclasses)\n",
    "* [`SpatialFilter`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.SpatialFilter)\n",
    "  * Updates documentation with code snippets and explanation\n",
    "  * Adds ability to import directly\n",
    "\n",
    "#### [`arcgis.gis.admin`](/python/latest/api-reference/arcgis.gis.admin.html#)\n",
    "* Reorganized Table of Contents to have distinct [Kubernetes](/python/api-reference/arcgis.gis.admin.html#kubernetes) section\n",
    "* [`AGOLUsageReports`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLUsageReports)\n",
    "  * [`generate_report()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLUsageReports.generate_report)\n",
    "    * **New parameter:**\n",
    "      * _time_aggregate_  \n",
    "* [`LicenseManager`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.LicenseManager)\n",
    "  * [`all()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.LicenseManager.all)\n",
    "    * Updates error message when there are expired licenses within the organization\n",
    "* [`Logs`](/python/latest/api-reference/arcgis.gis.admin.html#logs)\n",
    "  * [`query()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.Logs.query)\n",
    "    * **New parameter:**\n",
    "      * _federated_servers_  \n",
    "\n",
    "#### [`arcgis.gis.server`](/python/latest/api-reference/arcgis.gis.server.html)\n",
    "* [`ReportManager`](/python/api-reference/arcgis.gis.server.html#reportmanager)\n",
    "  * [`create()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.ReportManager.create)\n",
    "    * Updates reference documentation links and _queries_ parameter description\n",
    "* [`LogManager`](/python/latest/api-reference/arcgis.gis.server.html#arcgis.gis.server.LogManager)\n",
    "  * [`query()`](/python/latest/api-reference/arcgis.gis.server.html#arcgis.gis.server.LogManager.query)\n",
    "    * Updates documentation with parameter details and code snippet \n",
    "\n",
    "#### [`arcgis.gis.agonb`](/python/latest/api-reference/arcgis.gis.agonb.html)\n",
    "* [`NotebookManager`](/python/latest/api-reference/arcgis.gis.agonb.html#notebookmanager)\n",
    "  * [`execute_notebook()`](/python/latest/api-reference/arcgis.gis.nb.html#arcgis.gis.nb.NotebookManager.execute_notebook)\n",
    "    * Updates reference documentation\n",
    "      \n",
    "#### [`arcgis.gis.workflowmanager`](/python/latest/api-reference/arcgis.gis.workflowmanager.html)\n",
    "* **New classes:**\n",
    "  * [`ExecutionStatus`](/python/latest/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.ExecutionStatus) \n",
    "  * [`JobExecution`](/python/latest/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.JobExecution)\n",
    "  * [`MessageType`](/python/latest/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.MessageType)\n",
    "  * [`Notification`](/python/latest/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.notification)\n",
    "* [`WorkflowManager`]()\n",
    "  * [`create_diagram()`](/python/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.WorkflowManager.create_diagram) \n",
    "    * **New parameters:**\n",
    "      * _centralized_data_references_\n",
    "      * _use_centralized_data_references_\n",
    "  * [`update_diagram()`](/python/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.WorkflowManager.update_diagram)\n",
    "    * Adds code snippet for using _centralized_data_references_ in _body_ argument           \n",
    "* [`Job`](/python/latest/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.Job)\n",
    "  * [`set_job_version()`](/python/latest/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.Job.set_job_version)\n",
    "    * Adds support for Centralized Data References   \n",
    "\n",
    "#### [`arcgis.gis.tasks`](/python/latest/api-reference/arcgis.gis.tasks.html)\n",
    "* Adds code snippets and formatting for all members\n",
    "* **New properties:**\n",
    "  * _properties_   \n",
    "    * [`Task`](/python/latest/api-reference/arcgis.gis.tasks.html#arcgis.gis.tasks.Task)\n",
    "    * [`Run`](/python/latest/api-reference/arcgis.gis.tasks.html#arcgis.gis.tasks.Run) \n",
    "\n",
    "#### [`arcgis.features`](/python/latest/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayer`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer)\n",
    "  * [`query()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.query)\n",
    "    * Improves performance by adding multiprocessing and parameter refinement internally\n",
    "  * [`edit_features()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.edit_features)\n",
    "    * Updates reference documentation with examples of returned values\n",
    "  * [`append()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.append)\n",
    "    * Updates reference documentation with notes for further reading and how to find supported formats \n",
    "* _Spatially Enabled DataFrame_ - [`GeoAccessor`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor)\n",
    "  * Adds documentation on how to control spatial processing engine for applicable methods\n",
    "  * [`plot()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.plot)\n",
    "    * Adds check to use existing _renderer_ if present in DataFrame \n",
    "* [`OrientedImageryLayer`](/python/api-reference/arcgis.features.toc.html#arcgis.features.OrientedImageryLayer)\n",
    "  * Adds Table of Contents heading and documentation\n",
    "\n",
    "#### [`arcgis.features.analysis`](/python/latest/api-reference/arcgis.features.analysis.html)\n",
    "* [`find_point_clusters()`](/python/api-reference/arcgis.features.analysis.html#arcgis.features.analysis.find_point_clusters)\n",
    "  * Updates documentation with version availability information for _time_field_, _search_time_interval_, and _search_time_unit_ parameters\n",
    "\n",
    "#### [`arcgis.features.managers`](/python/latest/api-reference/arcgis.features.managers.html#)\n",
    "* [`FeatureLayerCollectionManager`](/python/latest/api-reference/arcgis.features.managers.html#featurelayercollectionmanager)\n",
    "  * [`create_view()`](/python/latest/api-reference/arcgis.features.managers.html#arcgis.features.managers.FeatureLayerCollectionManager.create_view)\n",
    "    * **New parameter:**\n",
    "      *  _folder_\n",
    "* [`UtilityNetworkManager`](/python/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager)\n",
    "  * **Deprecates** _result_type_ parameter for:\n",
    "    * [`export_subnetwork()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.export_subnetwork)\n",
    "    * [`trace()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.trace)    \n",
    "* [`FeatureLayerManager`](/python/latest/api-reference/arcgis.features.managers.html#featurelayermanager)\n",
    "  * Updates documentation for schema change calls (_*definition()_)) with snippet and reference links\n",
    "\n",
    "#### [`arcgis.raster.functions`](/python/latest/api-reference/arcgis.raster.functions.html)\n",
    "* [`subset_bands()`](/python/latest/api-reference/arcgis.raster.functions.html#subset-bands)\n",
    "  * **New parameters:**\n",
    "    * _exclude_bad_bands_\n",
    "* [`raster_collection_function()`](/python/latest/api-reference/arcgis.raster.functions.html#arcgis.raster.functions.raster_collection_function)\n",
    "  * **New parameters:**\n",
    "    * _where_clause_\n",
    "    * _query_geometry_\n",
    "    * _use_input_geometry_     \n",
    "\n",
    "#### [`arcgis.notebook`](https://next.sites.afd.arcgis.com/python/latest/api-reference/arcgis.notebook.html)\n",
    "* [`execute_notebook()`](/python/latest/api-reference/arcgis.notebook.html#arcgis.notebook.execute_notebook)\n",
    "  * Updates reference documentation explanation and adds code snippet \n",
    "\n",
    "#### [`arcgis.geometry`](/python/latest/api-reference/arcgis.geometry.html)\n",
    "* [`SpatialReference`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.SpatialReference)\n",
    "  * Adds support for _wkt2_ format when initializing object\n",
    "  * Updates internal inheritance to remove unnecessary members from objects \n",
    "\n",
    "#### [`arcgis.graph`](/python/latest/api-reference/arcgis.graph.html)\n",
    "* **New Data Classes:**\n",
    " * [Data Model Types](/python/api-reference/arcgis.graph.html#data-model-types)\n",
    "     * [`ContraintRule`](/python/api-reference/arcgis.graph.html#constraintrule)\n",
    "     * [`ConstraintRuleMask`](/python/api-reference/arcgis.graph.html#constraintrulemask)\n",
    "     * [`Endpoint`](/python/api-reference/arcgis.graph.html#endpoint)\n",
    "     * [`EntityType`](/python/api-reference/arcgis.graph.html#entitytype)\n",
    "     * [`FieldIndex`](/python/api-reference/arcgis.graph.html#fieldindex)\n",
    "     * [`GraphDataModel`](/python/api-reference/arcgis.graph.html#graphdatamodel)\n",
    "     * [`GraphProperty`](/python/api-reference/arcgis.graph.html#graphproperty)\n",
    "     * [`GraphPropertyMask`](/python/api-reference/arcgis.graph.html#graphpropertymask)\n",
    "     * [`NamedObjectTypeMask`](/python/api-reference/arcgis.graph.html#namedobjecttypemask)\n",
    "     * [`RelationshipExclusionRule`](/python/api-reference/arcgis.graph.html#graphpropertyrelationshipexclusionrule)\n",
    "     * [`RelationshipExclusionRuleUpdate`](/python/api-reference/arcgis.graph.html#graphpropertyrelationshipexclusionruleupdate)\n",
    "     * [`SetOfNamedTypes`](/python/api-reference/arcgis.graph.html#setofnamedtypes)\n",
    "     * [`UpdateSetOfNamedTypes`](/python/api-reference/arcgis.graph.html#updatesetofnamedtypes)\n",
    " * [Graph Types](/python/api-reference/arcgis.graph.html#graph-types)\n",
    "     * [`Entity`](/python/api-reference/arcgis.graph.html#entity)\n",
    "     * [`EntityDelete`](/python/api-reference/arcgis.graph.html#entitydelete)\n",
    "     * [`Path`](/python/api-reference/arcgis.graph.html#path)\n",
    "     * [`Relationship`](/python/api-reference/arcgis.graph.html#relationship)\n",
    "     * [`RelationshipDelete`](/python/api-reference/arcgis.graph.html#relationshipdelete)\n",
    "     * [`Transform`](/python/api-reference/arcgis.graph.html#transform)\n",
    " * [Search Types](/python/api-reference/arcgis.graph.html#search-types)\n",
    "     * [`SearchIndex`](/python/api-reference/arcgis.graph.html#searchindex)\n",
    "     * [`SearchIndexProperties`](/python/api-reference/arcgis.graph.html#searchindexproperties)\n",
    " * [Response Types](/python/api-reference/arcgis.graph.html#response-types)\n",
    "     * [`ApplyEditsResponse`](/python/api-reference/arcgis.graph.html#applyeditsresponse)\n",
    "     * [`ConstraintRuleAddsResponse`](/python/api-reference/arcgis.graph.html#constraintruleaddsresponse)\n",
    "     * [`ContraintRuleDeletesResponse`](/python/api-reference/arcgis.graph.html#constraintruledeletesresponse)\n",
    "     * [`ConstraintRuleUpdatesResponse`](/python/api-reference/arcgis.graph.html#constraintruleupdatesresponse)\n",
    "     * [`IndexAddsResponse`](/python/api-reference/arcgis.graph.html#indexaddsresponse)\n",
    "     * [`IndexDeletesResponse`](/python/api-reference/arcgis.graph.html#indexdeletesresponse)\n",
    "     * [`NamedObjectTypeAddsResponse`](/python/api-reference/arcgis.graph.html#namedobjecttypeaddsresponse)\n",
    "     * [`NamedObjectTypeUpdateResponse`](/python/api-reference/arcgis.graph.html#namedobjecttypeupdateresponse)\n",
    "     * [`NamedObjectTypeDeleteResponse`](/python/api-reference/arcgis.graph.html#namedobjecttypedeleteresponse)\n",
    "     * [`PropertyAddsResponse`](/python/api-reference/arcgis.graph.html#propertyaddsresponse)\n",
    "     * [`PropertyUpdateResponse`](/python/api-reference/arcgis.graph.html#propertyupdateresponse)\n",
    "     * [`SyncDataModelResponse`](/python/api-reference/arcgis.graph.html#syncdatamodelresponse)\n",
    "     * [`UpdateSearchIndexResponse`](/python/api-reference/arcgis.graph.html#updatesearchindexresponse)\n",
    "\n",
    "#### [`arcgis.layers`](/python/latest/api-reference/arcgis.layers.toc.html)\n",
    "* [`Service`](/python/latest/api-reference/arcgis.gis.server.html#service)\n",
    "  * Adds support to initialize [KnowledgeGraph](/python/latest/api-reference/arcgis.graph.html#arcgis.graph.KnowledgeGraph) services\n",
    "  * Adds support to initialize [WMSLayer](/python/latest/api-reference/arcgis.layers.toc.html#wmslayer) from services\n",
    "* [Working with Map Service Layers](/python/latest/api-reference/arcgis.layers.toc.html#working-with-map-service-layers)\n",
    "  * [`EnterpriseVectorTileLayerManager`](/python/latest/api-reference/arcgis.layers.toc.html#arcgis.layers.EnterpriseVectorTileLayerManager)\n",
    "    *  [`edit()`](/python/api-reference/arcgis.layers.toc.html#arcgis.layers.EnterpriseVectorTileLayerManager.edit)\n",
    "        * [**Public Repo Issue #1889**](https://github.com/Esri/arcgis-python-api/issues/1889) - updates documentation to note the service must be stopped before editing in order for updates to be applied  \n",
    "* [Working with OGC Layers](/python/api-reference/arcgis.layers.toc.html#working-with-ogc-layers)\n",
    "  * [`WMTSLayer`](/python/api-reference/arcgis.layers.toc.html#arcgis.layers.WMTSLayer)\n",
    "    * **New method:**\n",
    "      * [`get_operational_layer_json()`](/python/api-reference/arcgis.layers.toc.html#arcgis.layers.WMTSLayer.operational_layer_json)      \n",
    "\n",
    "#### [`arcgis.apps`](/python/latest/api-reference/arcgis.apps.html)\n",
    "* New Module:\n",
    "  * [`itemgraph`](/python/latest/api-reference/arcgis.apps.itemgraph.html) \n",
    "* [`storymap`](/python/latest/api-reference/arcgis.apps.storymap.html)\n",
    "  * **New Enumerations:**\n",
    "    * Result of [**Public Repo Issue #2031**](https://github.com/Esri/arcgis-python-api/issues/2031) \n",
    "      * [`CoverType`](/python/api-reference/arcgis.apps.storymap.html#covertype)\n",
    "      * [`VerticalPosition`](/python/api-reference/arcgis.apps.storymap.html#verticalposition)\n",
    "      * [`HorizontalPosition`](/python/api-reference/arcgis.apps.storymap.html#horizontalposition)\n",
    "      * [`CoverStyle`](/python/api-reference/arcgis.apps.storymap.html#coverstyle)\n",
    "      * [`CoverSize`](/python/api-reference/arcgis.apps.storymap.html#coversize)    \n",
    "  * Adds **new parameters** _make_copyable_ and _no_seo_ to _save()_ methods for following classes:\n",
    "    * [`StoryMap`](/python/api-reference/arcgis.apps.storymap.html#storymap)\n",
    "    * [`Briefing`](/python/api-reference/arcgis.apps.storymap.html#briefing)\n",
    "    * [`Collection`](/python/api-reference/arcgis.apps.storymap.html#collection)\n",
    "  * [`Image`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Image)\n",
    "    * **New properties:**\n",
    "      * [`full_view`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Image.full_view)\n",
    "      * [`link`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Image.link)\n",
    "  * [`Map`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map)\n",
    "    * **New property:**\n",
    "      * [`pinned_popup`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map.pinned_popup)\n",
    "* [`expbuilder`](python/latest/api-reference/arcgis.apps.expbuilder.html)\n",
    "  * [`WebExperience`](/python/latest/api-reference/arcgis.apps.expbuilder.html#webexperience)      \n",
    "    * [`upload()`](/python/latest/api-reference/arcgis.apps.expbuilder.html#arcgis.apps.expbuilder.expbuilder.WebExperience.upload)\n",
    "      * Add support for objects with custom widgets\n",
    " \n",
    "#### [`arcgis.learn`](/python/latest/api-reference/arcgis.learn.toc.html)\n",
    "* Adds _dlpk_ support to TimeSeries models\n",
    "* Adds _wavelength_ parameter to support vit-based Dynamic One-For-All backbones to:\n",
    "  * _DeepLab_, _FasterRCNN_, _MaskRCNN_, _SingleShotDetector_, _FeatureClassifier_, _HEDEdgeDetector_\n",
    "* Adds _mixed_precision_ training for:\n",
    "  * _SingleShotDetector_, _RetinaNet_, _FAsterRCNN_, _YOLOv3_, _RTDetrV2_\n",
    "* [Data Preparation Methods](/python/latest/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
    "  * [`estimate_batch_size()`](/python/latest/api-reference/arcgis.learn.toc.html#estimate-batch-size)\n",
    "    * Adds support for _RTDetrV2_ model \n",
    "* [Automated Machine Learning](/python/latest/api-reference/arcgis.learn.toc.html#automated-machine-learning)\n",
    "  * [`AutoDL`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.AutoDL)\n",
    "    * Adds _RTDetrV2_, _SamLoRA_, and _Mask2Former_ as options for _network_ argument \n",
    "* [Object Classification Models]( /python/latest/api-reference/arcgis.learn.toc.html#object-classification-models)\n",
    "  * [`FeatureClassifier`](/python/api-reference/arcgis.learn.toc.html#featureclassifier)\n",
    "    * Updates methods to support _GradCam_\n",
    "      * [`save()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.FeatureClassifier.save)\n",
    "      * [`show_results()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.FeatureClassifier.show_results)\n",
    "      * [`predict()`](/python/python/api-reference/arcgis.learn.toc.html#arcgis.learn.FeatureClassifier.predict)     \n",
    "* [3D Models](/python/latest/api-reference/arcgis.learn.toc.html#d-models)\n",
    "  * **New models:**\n",
    "    * [`PTv3Seg`](/python/latest/api-reference/arcgis.learn.toc.html#ptv3seg)\n",
    "    * [`PTv3Det`](/python/latest/api-reference/arcgis.learn.toc.html#ptv3det)\n",
    "* [Feature, Tabular, and Timeseries models](/python/latest/api-reference/arcgis.learn.toc.html#feature-tabular-and-timeseries-models)\n",
    "  * Enhances exception messaging if attempting to load older, incompatible models\n",
    "  * [`MLModel`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.MLModel)\n",
    "    * Implements the _tabpfn_ model as option for _model_type_\n",
    "* [Raster Time Series Models](/python/latest/api-reference/arcgis.learn.toc.html#raster-time-series-models)\n",
    "  * [`PSETAE`](/python/latest/api-reference/arcgis.learn.toc.html#psetae)\n",
    "    * Adds _backbone=None_ upon initialization \n",
    "* [Model Management](/python/api-reference/arcgis.learn.toc.html#model-management)\n",
    "  * **New class:**\n",
    "    * [`AIServiceConnection`](/python/api-reference/arcgis.learn.toc.html#aiserviceconnection)  \n",
    "  * [`train_model()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.train_model)\n",
    "    * Adds support for cloud store paths as the _output_name_ argument"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77145505",
   "metadata": {},
   "source": [
    "## Fixes\n",
    "\n",
    "* [**Public Repo #2166**](https://github.com/Esri/arcgis-python-api/issues/2166) - Updates exception handling to include missing class so complete messaging appears\n",
    "\n",
    "### [Guides](../)\n",
    "* Updates to numerous guides for _Map_ methods\n",
    "\n",
    "### [Samples](/python/latest/samples)\n",
    "* [GIS analysts and data scientists](/python/latest/samples)\n",
    "  * [Finding grazing allotments](/python/latest/samples/finding-grazing-allotments/)\n",
    "    * Updates to basemaps and rendering code  \n",
    "* [Deep Learning](/python/latest/samples)\n",
    "  * [2D Computer Vision](/python/latest/samples)\n",
    "    * [Object Detection](/python/latest/samples)\n",
    "      * [Automate Road Survace Investigation Using Deep Learning](/python/latest/samples/automate-road-surface-investigation-using-deep-learning/#detecting-pavement-cracks-on-an-image)\n",
    "        * Fixes video rendering\n",
    "   * [Tabular Data Forecasting]()]\n",
    "     * Updates formatting to correct rendering: \n",
    "       * [Predicting voters turnout for US election in 2016 using AutoML - Part 1](/python/latest/samples/predicting-voters-turnout-for-us-election-in-2016-using-automl-part-1/)\n",
    "       * [Predicting voters turnout for US election in 2016 using AutoML and spatial feature engineering - Part II](/python/samples/predicting-voters-turnout-for-us-election-in-2016-using-automl-and-spatial-feature-engineering-part-2/)  \n",
    "   * [Time Series Forecasting](/python/latest/samples) \n",
    "      * [Forecasting Air Temperature in California using ResCNN model](/python/latest/samples/forecasting-air-temperature-in-california-using-rescnn-model/)\n",
    "        * Updates to map rendering\n",
    "  \n",
    "### Module Changes\n",
    "\n",
    "#### [`arcgis.gis`](/python/latest/api-reference/arcgis.gis.toc.html)\n",
    "* [`GIS`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.GIS)\n",
    "  * BUG-000173116 - Fixes `KeyError` regaring _role_ values when initializing with a public account\n",
    "  * Fixes issue with recursion occurring on objects created using the generate token endpoint\n",
    "  * Fixes population of internal _User_ information for connections, such as using API Key, do not have explicit user\n",
    "  * Fixes incorrect URL used for initialization with _\"home\"_ keyword in a Notebook Server notebook\n",
    "  * Fixes issues with initialization of objects using _OAuth_:\n",
    "  * Fixes issue with duplicate imports leading to failures with interactive OAuth authorization\n",
    "  * Fixes incorrect `SSLError` returned when initializing with publicly defined certificate\n",
    "* [`Item`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item)\n",
    "  * BUG-000171384 - Fixes error where _tables_ property returned empty list when item is a Map Service\n",
    "  * Fixes error when accessing _layers_ in ArcGIS Notebooks using _\"home\"_ authentication\n",
    "  * [`download()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.download)\n",
    "    * Fixes failures to download json structure for specific item types, such as _Web Experiences_, lacking specific headers \n",
    "  * [`publish()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.publish)\n",
    "    * [**Public Repo Issue #2152**](https://github.com/Esri/arcgis-python-api/issues/2152) - Fixes incorrect behavior of waiting for job to finish on asynchronous operation\n",
    "    * Fixes issue where _Date Only_ fields were not handled appropriately\n",
    "  * [`remap_data()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.remap_data)\n",
    "    * Fixes incorrect results issue with _force=True_ if services had differing number of layers \n",
    "  * [`update()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.update)\n",
    "    * BUG0-000172092 - Fixes issue where thumbnail was being overwritten \n",
    "* [`GroupManager`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GroupManager)\n",
    "  * [`clone()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GroupManager.clone)\n",
    "    * Fixes `KeyError: 'membershipAccess'` when cloning between ArcGIS Online organization\n",
    "* [`Group`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Group)\n",
    "  * [`update()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.Group.update)\n",
    "    * Fixes `TypeError...unexpected keyword argument 'auto_join'` error    \n",
    "* [`GroupMigrationManager`](/python/latest/api-reference/arcgis.gis.toc.html#groupmigrationmanager)\n",
    "  * [`load()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.GroupMigrationManager.load)\n",
    "    * Fixes \"Item does not exist error\" on job result when items within the EPK item are skipped or fail to import \n",
    "* [`SharingGroupManager`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.SharingGroupManager)\n",
    "  * [`list()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.SharingGroupManager.list)\n",
    "    * Fixes situation where only 5 _groups_ were being returned regardless of whether _item_ was shared with more \n",
    "* [`ContentManager`](/python/latest/api-reference/arcgis.gis.toc.html#contentmanager)\n",
    "  * [clone_items()](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.clone_items)\n",
    "    * [**Public Repo Issue #2146**](https://github.com/Esri/arcgis-python-api/issues/2146) - Fixes issue where features failed to clone if layer id is not 0\n",
    "    * BUG-000171865 - Fixes issue where only first item clones when cloning multiple dashboard items simultaneously\n",
    "    * [**Public Repo Issue #1872**](https://github.com/Esri/arcgis-python-api/issues/1872) - Fixes `IndexError` when cloning items with an empty string as the _name_ value\n",
    "    * Fixes error when cloning _items_ referencing services whose associated _item_ has been deleted\n",
    "    * Fixes issue with results not added after cloning _Quick Capture_ items\n",
    "    * [**Public Repo Issue #2147**](https://github.com/Esri/arcgis-python-api/issues/2147) - Fixes _ItemCreateException_ when attempting to clone multiple items with _copy_global_ids=True_ if any of the items do not contain _global_id_ values\n",
    "    * [**Public Repo Issue #2151**](https://github.com/Esri/arcgis-python-api/issues/2151) - Fixes error when cloning _tile layer items_ using the _copy_data=False_ argument failed with _ItemCreateException_\n",
    "    * Fixes issue where _copy_data=False_ was incorrectly creating hosted service items\n",
    "* [`Folder`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.Folder)\n",
    "  * [`add()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._content_manager.Folder.add)\n",
    "    * Fixes issue where _Date Only_ fields were not handled appropriately\n",
    "    * Fixes empty results when adding _Geoprocessing Service_ item if _url_ is in the dictionary used for _item_properties_ argument\n",
    "* [`UserManager`](/python/latest/api-reference/arcgis.gis.toc.html#usermanager)\n",
    "  * [create()](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.create)\n",
    "    * Fixes _Unable to create <user_name>_ error on ArcGIS for Kubernetes deployments if _New Member Defaults_ are not set \n",
    "* [`User`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.User)\n",
    "  * BUG-000173279 - Changes how _users_ are initialized when returned in searches so that the _role_ property hydrates with custom role names \n",
    "  * [`items()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.User.items)\n",
    "    * Fixes issue where incorrect total number of results returned\n",
    "* [`APIKey`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl.APIKey)\n",
    "  * [`update()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis._impl.APIKey.update)\n",
    "    * BUG-000170593 - Fixes _Error Code 500_ issue when update privileges on the APIKey   \n",
    "* [`ViewManager`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ViewManager)\n",
    "  * [`create()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ViewManager.create)\n",
    "    * Updates documentation for _set_item_id_ parameter to note suppported platform and version\n",
    "* [`RoleManager`](/python/latest/api-reference/arcgis.gis.toc.html#rolemanager)\n",
    "  * [`clone()`](/python/latest/api-reference/arcgis.gis.toc.html#arcgis.gis.RoleManager.clone)\n",
    "    * Fixes `AttributeError` regarding no _name_ attribute      \n",
    "#### [`arcgis.gis Dataclasses`](/python/latest/api-reference/arcgis.gis.toc.html#dataclasses)\n",
    "  * [`SpatialFilter`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.SpatialFilter)\n",
    "    * [`as_json()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.SpatialFilter.as_json)\n",
    "      * Fixes `UnboundLocalError` because internal _Spatial Reference_ variable handled incorrectly  \n",
    "\n",
    "#### [`arcgis.gis.admin`](/python/latest/api-reference/arcgis.gis.admin.html)\n",
    "* [`AGOLAdminManager`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLAdminManager)\n",
    "  * [`history()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLAdminManager.history)\n",
    "    * BUG-000170507 - Removes _raw_ and _df_ options from the _data_format_ parameter because of inconistent results   \n",
    "* [`PortalAdminManager`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.PortalAdminManager)\n",
    "  * [`mode`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.PortalAdminManager.mode)\n",
    "    * BUG-000170798 - Updates reference code snippet to correctly set value\n",
    "* [`AGOLUsageReports`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLUsageReports)\n",
    "  * [`generate_report()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLUsageReports.generate_report)\n",
    "    * [**Public Repo Issue #2145**](https://github.com/Esri/arcgis-python-api/issues/2145) - Fixes _Specified output format not supported_ for various _report_types_, including _activity_, _credits_, _serviceUsages_, and _itemUsages_    \n",
    "* [`LivingAtlasManager`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.LivingAtlasManager)\n",
    "  * Raises log warning instead of error when attempting to initialize object when ArcGIS Enterprise is not configured for Living Atlas content\n",
    "* [`SecuritySettings`](/python/latest/api-reference/arcgis.gis.admin.html#securitysettings)\n",
    "  * [`register_idp()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.SecuritySettings.register_idp)\n",
    "    * BUG-000170083 - Fixes failure to register identity provider when using an _idpMetadataFile_\n",
    "* [`License`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.License)\n",
    "  * [`user_entitlement()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.License.user_entitlement)\n",
    "    * BUG-000172452 - Fixes issue where _ArcGIS Pro_ entitlement could not be retrieved from _user_type_ which included _ArcGIS Pro_\n",
    "* [`Logs`](/python/latest/api-reference/arcgis.gis.admin.html#logs)\n",
    "  * [`query()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.Logs.query)\n",
    "    * Fixes no results being returned when using a _query_filter_ argument\n",
    "* [`HomePageSettings`](/python/latest/api-reference/arcgis.gis.admin.html#homepagesettings)\n",
    "  * [`set_footer()`](/python/latest/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.HomePageSettings.set_footer)\n",
    "    * BUG-000175070 - Fixes issue where _show_text=False_ was not hiding the footer       \n",
    "* [Kubernetes](/python/api-reference/arcgis.gis.admin.html#kubernetes)\n",
    "  * [`KubernetesAdmin`](/python/api-reference/arcgis.gis.admin.html#kubernetesadmin)\n",
    "    * Fixes initialization with _admin_ property when using \"home\" authentication in ArcGIS Notebook\n",
    "    \n",
    "#### [`arcgis.gis.server`](/python/latest/api-reference/arcgis.gis.server.html)\n",
    "* [`DataStoreManager`](/python/latest/api-reference/arcgis.gis.server.html#arcgis.gis.server.DataStoreManager)\n",
    "  * [`validate()`](/python/latest/api-reference/arcgis.gis.server.html#arcgis.gis.server.DataStoreManager.validate)\n",
    "    * BUG-000172692 - Fixes incorrect return value of _False_ on valid datastores\n",
    "* [`Service`](/python/latest/api-reference/arcgis.gis.server.html#service)\n",
    "  * Fixes missing documentation\n",
    "* [`Server`](/python/latest/api-reference/arcgis.gis.server.html#arcgis.gis.server.Server)\n",
    "  * Fixes `AttributeError` when initiliazing using the _portal_connection_ argument\n",
    "* [`LogManager`](/python/latest/api-reference/arcgis.gis.server.html#arcgis.gis.server.LogManager)\n",
    "  * [`query()`](/python/latest/api-reference/arcgis.gis.server.html#arcgis.gis.server.LogManager.query)\n",
    "    * Fixes issue where no results are returned if _end_time_ argument provided as a string     \n",
    "\n",
    "#### [`arcgis.features`](/python/latest/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayer`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer)\n",
    "  * [`query()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.query)\n",
    "    * Fixes `Cannot access local variable` error if only _OBJECTID_ field is set in _out_fields_ argument\n",
    "    * BUG-000171499 - Fixes issue with incorrect number of results returned on referenced services with _result_record_count_ argument\n",
    "  * [`edit_features()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.edit_features)\n",
    "    * Fixes `Invalid 'editsUploadFormat' parameter` error when running asynchronously on ArcGIS Enterprise \n",
    "* _Spatially Enabled DataFrame_ - [`GeoAccessor`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor)\n",
    "  * [`insert_layer()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.insert_layer)\n",
    "    * Fixes issue on ArcGIS Enteprise where layer schema was inserted but features were not  \n",
    "  * [`to_featureclass()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_featureclass)\n",
    "    * BUG-000171826 - Fixes issue where null values for _Int32_ or _Float64_ datatypes were converted to strings  \n",
    "  * [`to_featurelayer()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_featurelayer)\n",
    "    * Fixes `AttributeError: 'GIS' object has not attribute 'is_arcgisonline'` error\n",
    "    * Fixes `Overwrite unsuccessful` error and messaging when originated from a _FeatureSet_\n",
    "    * Updates internal processing to improve performance on large files\n",
    "  * [`compare()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.compare)\n",
    "    * [**Public Repo Issue #2214**](https://github.com/Esri/arcgis-python-api/issues/2214) - Fixes `KeyError` arising because the _match_field_ name was being truncated\n",
    "  * [`from_featureclass()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_featureclass)\n",
    "    * Fixes `TypeError` when _location_ argument is an _arcpy.mp.Layer_ object\n",
    "    * Fixes `KeyError` when using a subset for the _fields_ argument in _arcpy_ environments\n",
    "    * [**Public Repo Issue #2241**](https://github.com/Esri/arcgis-python-api/issues/2241) - Fixes issues with reading projection information incorrectly depending upon avaialble Geometry Engines\n",
    "  * [`from_layer()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_layer)\n",
    "    * Fixes issue with duplicate records returned on _Feature Layer_ objects hosted in ArcGIS Enteprise created with this method  \n",
    "* [`FeatureCollection`](/python/latest/api-reference/arcgis.features.toc.html#featurecollection)\n",
    "  * [`from_featureset()`](/python/latest/api-reference/arcgis.features.toc.html#arcgis.features.FeatureCollection.from_featureset)\n",
    "    * Updates url endpoint for _Esri Symbol Page_ link in _symbol_ parameter description  \n",
    "       \n",
    "#### [`arcgis.features.managers`](/python/latest/api-reference/arcgis.features.managers.html) \n",
    "* [`FeatureLayerCollectionManager`](/python/latest/api-reference/arcgis.features.managers.html#featurelayercollectionmanager)\n",
    "  * Fixes `AttributeError: 'dict' object has no attribute 'result'` errors with definition calls to ArcGIS Online \n",
    "  * [`update_definition()`](/python/latest/api-reference/arcgis.features.managers.html#arcgis.features.managers.FeatureLayerCollectionManager.update_definition)\n",
    "    * Fixes `Invalid definition` error when updating _editorTrackingInfo_  \n",
    "  * [`create_view()`](/python/latest/api-reference/arcgis.features.managers.html#arcgis.features.managers.FeatureLayerCollectionManager.create_view)\n",
    "    * BUG-000169543 - Fixes `PropertyMap instance has no _serviceItemId_` error on ArcGIS Enterprise resulting in an empty view\n",
    "  * [`overwrite()`](/python/latest/api-reference/arcgis.features.managers.html#arcgis.features.managers.FeatureLayerCollectionManager.overwrite)\n",
    "    * BUG-000173138 - Fixes `Error getting Item Info from Datastore` error when using on hosted _tables_ published from _service definition_ files\n",
    "* [`FeatureLayerManager`](/python/latest/api-reference/arcgis.features.managers.html#featurelayermanager)\n",
    "  * Fixes issue where layer failed to refresh after calls updating the definition\n",
    "* [`AttachmentManager`](/python/latest/api-reference/arcgis.features.managers.html#attachmentmanager)\n",
    "  * [`count()`](/python/latest/api-reference/arcgis.features.managers.html#arcgis.features.managers.AttachmentManager.count)\n",
    "    * Fixes `KeyError: 'count'` when calling method\n",
    "  * [`search()`](/python/latest/api-reference/arcgis.features.managers.html#arcgis.features.managers.AttachmentManager.search)\n",
    "    * Fixes situation where all records were returned instead of specific results  \n",
    "\n",
    "#### [`arcgis.raster.orthomapping`](/python/latest/api-reference/arcgis.raster.orthomapping.html)\n",
    "* [`Project`](/python/latest/api-reference/arcgis.raster.orthomapping.html#project)\n",
    "  * Fixes issue where _gis_ argument was not used for initialization\n",
    "\n",
    "#### [`arcgis.geoenrichment`](/python/latest/api-reference/arcgis.geoenrichment.html)\n",
    "* [`encrich()`](/python/api-reference/arcgis.geoenrichment.html#arcgis.geoenrichment.enrich)\n",
    "  * BUG-000171775 - Fixes `AttributeError` with the _KeyFacts_ data collection \n",
    "\n",
    "#### [`arcgis.geometry`](/python/latest/api-reference/arcgis.geometry.html)\n",
    "* BUG-000173067 - Fixes issue where importing \"*\" from module overrides _GIS_ object\n",
    "* [`Geometry`](/python/latest/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry)\n",
    "  * [`as_shapely()`](/python/latest/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.as_shapely)\n",
    "    * [**Public Repo Issue #2211**](https://github.com/Esri/arcgis-python-api/issues/2211) - Fixes inconsistency in output from this method versus using the _shapely_ library directly for _MultiPolygon_ geometry type  \n",
    "\n",
    "#### [`arcgis.layers`](/python/latest/api-reference/arcgis.layers.toc.html)\n",
    "* [Working with OGC layers](/python/latest/api-reference/arcgis.layers.toc.html#working-with-ogc-layers)\n",
    "  * [`WMSLayer`](/python/latest/api-reference/arcgis.layers.toc.html#wmslayer)\n",
    "    * BUG-000166785 - Fixes issue with failed visualization and navigation on layer with sublayers\n",
    "  * [`WMTSLayer`](/python/latest/api-reference/arcgis.layers.toc.html#wmtslayer)\n",
    "    * [**Public Repo Issue #2098**](https://github.com/Esri/arcgis-python-api/issues/2098) - Fixes failure to visualize service layers when service contains muliple layers and tilematrixsets   \n",
    "* [Working with Map Service Layers]()\n",
    "  * [`MapImageLayer`](/python/api-reference/arcgis.layers.toc.html#arcgis.layers.MapImageLayer)\n",
    "    * [`identify()`](/python/api-reference/arcgis.layers.toc.html#arcgis.layers.MapImageLayer.identify)\n",
    "      * [**Public Repo Issue #2169**](https://github.com/Esri/arcgis-python-api/issues/2169) - Fixes `Missing 'geometry'` error even though _Geometry_ object is provided\n",
    "      * Fixes issue where the _layers_ argument set to _all_ not returning results from all layers\n",
    "  * [`VectorTileLayer`](/python/latest/api-reference/arcgis.layers.toc.html#arcgis.layers.VectorTileLayer)\n",
    "    * [`export_tiles()`](/python/latest/api-reference/arcgis.layers.toc.html#arcgis.layers.VectorTileLayer.export_tiles)\n",
    "      * Fixes error when entering _export_extent_ or _polygon_ argument as a dictionary\n",
    "      * Updates validation to make sure spatial references match   \n",
    "* [Utility Functions for Mapping](/python/api-reference/arcgis.layers.toc.html#utility-functions-for-mapping)\n",
    "  * Fixes rendering error for reference documentation\n",
    " \n",
    "#### [`arcgis.map`](/python/api-reference/arcgis.map.toc.html)\n",
    "* [`MapContent`](/python/latest/api-reference/arcgis.map.toc.html#mapcontent)\n",
    "  * [`add()`](/python/latest/api-reference/arcgis.map.toc.html#arcgis.map.map_widget.MapContent.add)\n",
    "    * Fixes issue where _FeatureSets_ were not displaying if _OBJECTID_ field was not in the _fields_ list   \n",
    "* [`PopupManager`](/python/api-reference/arcgis.map.toc.html#arcgis.map.popups.PopupManager)\n",
    "  * Updates support for working with [table](/python/api-reference/arcgis.features.toc.html#arcgis.features.Table) objects \n",
    "\n",
    "#### [`arcgis.apps`](/python/latest/api-reference/arcgis.apps.html)      \n",
    "* [`survey123`](/python/latest/api-reference/arcgis.apps.survey123.html)\n",
    "  * [`Survey`](/python/latest/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey)\n",
    "    * [`publish()`](/python/latest/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey.publish)\n",
    "      * Fixes 500 Error with _Spatial Reference_ WKIDs when publishing on ArcGIS Enteprise\n",
    "      * Fixes `Invalid definition` error when publishing    \n",
    "    * [`update_report_template()`](/python/latest/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey.update_report_template)\n",
    "      * Fixes `TypeError` when using operation \n",
    "* [`workforce`](/python/api-reference/arcgis.apps.workforce.html)\n",
    "  * [`create_project()`](/python/latest/api-reference/arcgis.apps.workforce.html#arcgis.apps.workforce.create_project)\n",
    "    * Adds reference documentation for function \n",
    "  * [`arcgis.apps.workforce.managers`](/python/api-reference/arcgis.apps.workforce.managers.html)\n",
    "    * [`WorkerManager`](/python/api-reference/arcgis.apps.workforce.managers.html#workermanager)\n",
    "      * [`add()`](/python/api-reference/arcgis.apps.workforce.managers.html#arcgis.apps.workforce.managers.WorkerManager.add)\n",
    "        * BUG-000171541 - Fixes `KeyError` when using on ArcGIS Enterprise\n",
    "    * [`AssignmentManager`](/python/latest/api-reference/arcgis.apps.workforce.managers.html#assignmentmanager)\n",
    "      * [`batch_delete()`](/python/latest/api-reference/arcgis.apps.workforce.managers.html#arcgis.apps.workforce.managers.AssignmentManager.batch_delete)\n",
    "        * BUG-000167379 - Fixes `KeyError` when running operation\n",
    "* [`storymap`](/python/latest/api-reference/arcgis.apps.storymap.html)\n",
    "  * [`Table`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Table)\n",
    "    * Fixes issue where strings were not being accepted as input for cells\n",
    "* [`Briefing`](/python/latest/api-reference/arcgis.apps.storymap.html#briefing)\n",
    "  * [`copy_content()`](/python/latest/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.briefing.Briefing.copy_content)\n",
    "    * Fixes issue where _Briefing_ objects and _express map dependents were not copied correctly into second briefing \n",
    "* [`expbuilder`](python/latest/api-reference/arcgis.apps.expbuilder.html)\n",
    "  * [`WebExperience`](/python/latest/api-reference/arcgis.apps.expbuilder.html#webexperience)\n",
    "    * Fixes error when initializing on ArcGIS Enteprise if the _gis_ object created from a url ending in _\"/home\"_       \n",
    "    * [`upload()`](/python/latest/api-reference/arcgis.apps.expbuilder.html#arcgis.apps.expbuilder.expbuilder.WebExperience.upload)\n",
    "      * Fixes error with offline Experiences with no image resource file\n",
    "        \n",
    "#### [`arcgis.learn`](/python/latest/api-reference/arcgis.learn.toc.html)\n",
    "* Deprecates the _overwrite_ parameter in `save()` methods for all models\n",
    "* Fixes overutilization of GPU memory during inferencing for numerous models\n",
    "* Fixes `ValueError` when using Language Pack to classify pixels\n",
    "* Fixes `URLError` when usig _from_model() to load models if the torch cache is cleared or unavailable\n",
    "* Fixes issue with weight loading on _Prithvi_ models\n",
    "* Fixes issue with output not appearing in notebooks if models are trained before optimized with _lr_find()_\n",
    "* [Data Preparation Methods](/python/latest/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
    "  * [`prepare_data()`](/python/latest/api-reference/arcgis.learn.toc.html#prepare-data)\n",
    "    * Fixes error with ClimaX data on Linux Operating Systems\n",
    "    * Fixes `WellKnownBandNames` error if the _EMD_ key is not available\n",
    "    * Fixes `AssertionError` when using _ClimaX_ models for forecasting monthly\n",
    "    * Updates vague description for _path_ argument to clarify when lists are necessary\n",
    "  * [`prepare_textdata()`](/python/latest/api-reference/arcgis.learn.toc.html#prepare-textdata)\n",
    "    * Updates _class_mapping_ parameter description with applicability information   \n",
    "* [Automated Machine Learning](/python/latest/api-reference/arcgis.learn.toc.html#automated-machine-learning)\n",
    "  * [`AutoDL`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.AutoDL)\n",
    "    * Adds _RTDetrV2_, _SamLoRA_, and _Mask2Former_ as options for _network_ argument\n",
    "    * Deprecates support for _OCRNet_ as option for _network_ argument\n",
    "    * [`fit()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.AutoDL.fit)\n",
    "      * Fixes issue when using default backbone in advanced mode\n",
    "  * [`AutoML`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.AutoML)\n",
    "    * Fixes error training models because of hard-coded extraneous data  \n",
    "* [Object Classification Models](/python/latest/api-reference/arcgis.learn.toc.html#object-classification-models)\n",
    "  * [`FeatureClassifier`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.FeatureClassifier)\n",
    "    * [`plot_hard_examples()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.FeatureClassifier.plot_hard_examples)\n",
    "      * Fixes mismatch in predicted class treated as single-label when it is multi-label   \n",
    "  * [`MaskRCNN`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.maskrcnn)\n",
    "    * Fixes high GPU memory usage issues\n",
    "* [Object Detection Models](/python/latest/api-reference/arcgis.learn.toc.html#object-detecction-models)\n",
    "  * [`RetinaNet`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.RetinaNet)\n",
    "    * Fixes training and optimization crashes on machines with only a CPU   \n",
    "* [Pixel Classification Models](/python/latest/api-reference/arcgis.learn.toc.html#pixel-classification-models)\n",
    "  * Fixes incorrect _NoData_ cells display issue with _show_results()_ on Multispectral edge detection models\n",
    "  * [`BDCNEdgeDetector`](/python/latest/api-reference/arcgis.learn.toc.html#bdcnedgedetector)\n",
    "    * Fixes `RuntimeError` when training or optimizing with specific _timm_ backbones\n",
    "  * [`MMDetection`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.MMDetection)\n",
    "    * [`fit()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.MMDetection.fit) \n",
    "      * Fixes `RuntimeError` failure when training with _mixed_precision\n",
    "  * [`DETReg`](/python/latest/api-reference/arcgis.learn.toc.html#detreg)\n",
    "    * [`lr_find()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.DETReg.lr_find)\n",
    "      * Fixes `RuntimeError` when called with _mixed_precision_\n",
    "  * [`MultiTaskRoadExtractor`](/python/latest/api-reference/arcgis.learn.toc.html#multitaskroadextractor)\n",
    "    * Fixes training and optimization `RuntimeErrors` on initial run with models initialized from _linknet_ backbones\n",
    "      * Deprecates support for using _linknet_ backbones with multiple GPUs     \n",
    "* [Image Translation Models](/python/latest/api-reference/arcgis.learn.toc.html#image-translation-models)\n",
    "  * [`WNet_cGAN`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.wnet-cgan)\n",
    "    * [`lr_find()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.WNet_cGAN.lr_find)\n",
    "      * Fixes `Out of memory` error when using data prepared with _batch_size=None_\n",
    "* [3D Models](/python/latest/api-reference/arcgis.learn.toc.html#d-models)\n",
    "  * [`SQNSeg`](/python/latest/api-reference/arcgis.learn.toc.html#sqnseg)\n",
    "    * [`fit()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.SQNSeg.fit)\n",
    "      * Fixes _NaN validation_ errors and training losses with _mixed_precision  \n",
    "* [Object Tracking Models](/python/latest/api-reference/arcgis.learn.toc.html#object-tracking-models)\n",
    "  * [`SiamMask`](/python/latest/api-reference/arcgis.learn.toc.html#siammask)\n",
    "    * [`save()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.SiamMask.save)\n",
    "      * Fixes `AssertionError` when called on models trained with _mixed_precision_   \n",
    "* [Feature, Tabular, and Timeseries models](/python/latest/api-reference/arcgis.learn.toc.html#feature-tabular-and-timeseries-models)\n",
    "  * Fixes `AttributeError` caused by Pandas _datetime_ on TimeSeries models when using _show_results()_ or _show_batch()_\n",
    "  * [`MLModel`](/python/latest/api-reference/arcgis.learn.toc.html#mlmodel)\n",
    "    * [`from_model()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.FullyConnectedNetwork.from_model)\n",
    "      * Fixes  `Invalid data type` error when setting _emd_path_ to a Deep Learning Package item\n",
    "      * Fixes `AttributeError` stemming from version mismatch with _sklearn_ when loading from older models in _emd_path_ argument\n",
    "    * [`predict()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.FullyConnectedNetwork.predict)\n",
    "      * Fixes `TypeError` when _explain=True_ on _Tree-based_ models\n",
    "      * Fixes `ValueError` when mitigating with fairness arguments on _Regression_ models      \n",
    "* [Raster Time Series Models](/python/latest/api-reference/arcgis.learn.toc.html#raster-time-series-models)\n",
    "  * [`ClimaX`](/python/latest/api-reference/arcgis.learn.toc.html#climax)\n",
    "    * Fixes inferencing failures on models trained with multidimensional data in ArcGIS Pro\n",
    "  * [`PSETAE`](/python/latest/api-reference/arcgis.learn.toc.html#psetae)\n",
    "    * Fixes `NotADirectory` error and issue dropping last point when training\n",
    "    * [`from_model()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.PSETAE.from_model)\n",
    "      * Fixes `TypeError` when loading from model trained with _mixed_precision_  \n",
    "* [Unstructured Text Models](/python/latest/api-reference/arcgis.learn.toc.html#unstructured-text-models)\n",
    "  * [arcgis.learn.text module](/python/latest/api-reference/arcgis.learn.toc.html#arcgis-learn-text-module)\n",
    "    * [`EntityRecognizer`](/python/latest/api-reference/arcgis.learn.text.html#arcgis.learn.text.EntityRecognizer)\n",
    "      * Corrects the function name in _data_ parameter that returns output for the argument      \n",
    "    * [`TextClassifier`](/python/latest/api-reference/arcgis.learn.text.html#textclassifier)\n",
    "      * [`predict()`](/python/latest/api-reference/arcgis.learn.text.html#arcgis.learn.text.TextClassifier.predict)\n",
    "        * Fixes error processing column names with spaces when using Mistral backbone\n",
    "      * [`fit()`](/python/latest/api-reference/arcgis.learn.text.html#arcgis.learn.text.TextClassifier.fit)\n",
    "        * Fixes `TypeError` when trying to find learning rate  \n",
    "    * [`SequenceToSequence`](/python/latest/api-reference/arcgis.learn.text.html#sequencetosequence)\n",
    "      * [`fit()`](/python/latest/api-reference/arcgis.learn.text.html#arcgis.learn.text.SequenceToSequence.fit)\n",
    "        * Fixes _mixed_precision_ `TypeError` when trying to find learning rate\n",
    "    * [`Pix2PixHD`](/python/latest/api-reference/arcgis.learn.toc.html#pix2pixhd)\n",
    "      * [`fit()`](/python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.Pix2PixHD.fit)\n",
    "        *  Fixes _cuda assert_ `RuntimeError` when run with _lsgan=False_\n",
    "* [Inferencing Methods](/python/latest/api-reference/arcgis.learn.toc.html#inferencing-methods)\n",
    "  * [`classify_objects()`](python/latest/api-reference/arcgis.learn.toc.html#arcgis.learn.classify_objects)\n",
    "    * Fixes `RuntimeError` when a partial input feature is selected during _extent_ setting     \n",
    "* [Model Management](/python/latest/api-reference/arcgis.learn.toc.html#model-management)\n",
    "  * [`train_model()`](/python/latest/api-reference/arcgis.learn.toc.html#train-model)\n",
    "    * Fixes `ZeroDevisionError` if batch size is larger than the number of chips in the data\n",
    "    * Fixes intermittend job crashes when run on ArcGIS Enterprise on Linux       "
   ]
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